Co-authored ESNIDSaaS: Enabling Efficient and Scalable Network Intrusion Detection System as a Service — a tenant-aware, cloud-native intrusion-detection pipeline.
It received the Best Paper Award at the 14th IEEE International Conference on Intelligent Mobile Computing (IEEE IMC 2026), part of CISOSE 2026 in Fukuoka, Japan.
Kafka Spark Structured Streaming Snort Random Forest HistGradientBoosting Split-Conformal Prediction
| Project | What it is | |
|---|---|---|
| 01 | Kep | Thai-first, mobile-first expense tracker with bank-slip OCR, budgets, and Supabase. |
| 02 | fastform | A Python CLI that submits Google Forms directly and verifies the response—no browser automation. |
| 03 | AckLab | Interactive networking fundamentals: subnet visualisation, protocol simulations, and hands-on labs. |
AI Developer Intern · Mizuhada Group
Built OpsBot, an enterprise RAG assistant for internal knowledge retrieval using Google ADK, Gemini, FastAPI, React, and ChromaDB.
Building useful things, occasionally teaching computers to be suspicious.



